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  1. Article

    Open Access

    On robot grasp learning using equivariant models

    Real-world grasp detection is challenging due to the stochasticity in grasp dynamics and the noise in hardware. Ideally, the system would adapt to the real world by training directly on physical systems. Howev...

    Xupeng Zhu, Dian Wang, Guanang Su, Ondrej Biza, Robin Walters in Autonomous Robots (2023)

  2. Article

    Open Access

    Conventional and genetic associations of adiposity with 1463 proteins in relatively lean Chinese adults

    Adiposity is associated with multiple diseases and traits, but little is known about the causal relevance and mechanisms underlying these associations. Large-scale proteomic profiling, especially when integrat...

    Pang Yao, Andri Iona, Christiana Kartsonaki in European Journal of Epidemiology (2023)

  3. Article

    Open Access

    Improving the generalizability of protein-ligand binding predictions with AI-Bind

    Identifying novel drug-target interactions is a critical and rate-limiting step in drug discovery. While deep learning models have been proposed to accelerate the identification process, here we show that stat...

    Ayan Chatterjee, Robin Walters, Zohair Shafi, Omair Shafi Ahmed in Nature Communications (2023)

  4. Article

    Open Access

    Conventional and genetic risk factors for chronic Hepatitis B virus infection in a community-based study of 0.5 million Chinese adults

    Despite universal vaccination of newborns, the prevalence of chronic hepatitis virus B (HBV) infection and the associated disease burden remain high among adults in China. We investigated risk factors for chro...

    Elizabeth Hamilton, Ling Yang, Alexander J. Mentzer, Yu Guo in Scientific Reports (2022)

  5. Article

    Science and democracy

    Robin Walters in Nature (1995)